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Noise reduction algorithms in hearing aids are crucial for hearing-impaired persons to improve speech intelligibility in background noise (eg, traffic, cocktail party situation). Many hearing aids currently have more than one microphone, enabling the use of multimicrophone speech enhancement algorithms [1]. In comparison with single-microphone algorithms, which can only use spectral and temporal information, multimicrophone algorithms can additionally exploit the spatial information of the sound sources. This generally results in a higher performance, especially when the speech and the noise sources are spatially separated. Since many hearing impaired have a hearing loss at both ears, they are fitted with a hearing aid at each ear. In a so-called bilateral system, no cooperation between the hearing aids takes place. Current noise reduction algorithms in bilateral hearing aids are not designed to preserve the …